Creation of composite marker from a stone
Contents
1.2. Creation of composite marker from a stone¶
1.2.2. Method¶
1.2.2.1. Module importations¶
import os
import json
import time
import numpy as np
from cv2 import aruco
import gbu # <- python -m pip install git+https://github.com/elmokulc/GBU_pose_classifier.git
import matplotlib.pyplot as plt
1.2.2.2. Import image dataset¶
You can download the images source from here
if not os.path.isfile("./0.0.tar.gz"):
! wget https://github.com/elmokulc/GBU_pose_classifier/archive/refs/tags/0.0.tar.gz
if not os.path.isdir("./_dataset"):
!tar -zxf 0.0.tar.gz GBU_pose_classifier-0.0/dataset_subsample && \
mkdir _dataset && \
cp GBU_pose_classifier-0.0/dataset_subsample/* ./_dataset/ && \
rm -r GBU_pose_classifier-0.0 && \
echo "Image importation done !"
--2022-02-18 13:14:29-- https://github.com/elmokulc/GBU_pose_classifier/archive/refs/tags/0.0.tar.gz
Resolving github.com (github.com)... 192.30.255.112
Connecting to github.com (github.com)|192.30.255.112|:443... connected.
HTTP request sent, awaiting response...
302 Found
Location: https://codeload.github.com/elmokulc/GBU_pose_classifier/tar.gz/refs/tags/0.0 [following]
--2022-02-18 13:14:30-- https://codeload.github.com/elmokulc/GBU_pose_classifier/tar.gz/refs/tags/0.0
Resolving codeload.github.com (codeload.github.com)... 192.30.255.120
Connecting to codeload.github.com (codeload.github.com)|192.30.255.120|:443...
connected.
HTTP request sent, awaiting response...
200 OK
Length: unspecified [application/x-gzip]
Saving to: ‘0.0.tar.gz’
0.0.tar.gz [<=> ] 0 --.-KB/s
0.0.tar.gz [ <=> ] 640.12K 3.08MB/s
0.0.tar.gz [ <=> ] 1.23M 2.97MB/s
0.0.tar.gz [ <=> ] 1.81M 2.87MB/s
0.0.tar.gz [ <=> ] 2.41M 2.86MB/s
0.0.tar.gz [ <=> ] 3.12M 2.96MB/s
0.0.tar.gz [ <=> ] 3.73M 2.97MB/s
0.0.tar.gz [ <=> ] 4.44M 3.04MB/s
0.0.tar.gz [ <=> ] 5.30M 3.06MB/s
0.0.tar.gz [ <=> ] 5.89M 3.04MB/s
0.0.tar.gz [ <=> ] 6.52M 3.04MB/s
0.0.tar.gz [ <=> ] 7.08M 3.00MB/s
0.0.tar.gz [ <=> ] 7.69M 2.99MB/s
0.0.tar.gz [ <=> ] 8.39M 3.01MB/s
0.0.tar.gz [ <=> ] 9.05M 3.01MB/s
0.0.tar.gz [ <=> ] 9.75M 3.04MB/s
0.0.tar.gz [ <=> ] 10.62M 3.06MB/s
0.0.tar.gz [ <=>] 11.22M 3.07MB/s
0.0.tar.gz [ <=> ] 11.84M 3.08MB/s
0.0.tar.gz [ <=> ] 12.41M 3.06MB/s
0.0.tar.gz [ <=> ] 13.02M 3.03MB/s
0.0.tar.gz [ <=> ] 13.67M 3.03MB/s
0.0.tar.gz [ <=> ] 14.27M 2.94MB/s
0.0.tar.gz [ <=> ] 14.89M 2.97MB/s
0.0.tar.gz [ <=> ] 15.81M 3.08MB/s
0.0.tar.gz [ <=> ] 16.27M 3.02MB/s
0.0.tar.gz [ <=> ] 16.89M 3.03MB/s
0.0.tar.gz [ <=> ] 17.47M 3.05MB/s
0.0.tar.gz [ <=> ] 18.03M 3.01MB/s
0.0.tar.gz [ <=> ] 18.67M 3.00MB/s
0.0.tar.gz [ <=> ] 19.38M 3.02MB/s
0.0.tar.gz [ <=> ] 20.00M 2.95MB/s
0.0.tar.gz [ <=> ] 20.86M 3.05MB/s
0.0.tar.gz [ <=> ] 21.31M 2.99MB/s
0.0.tar.gz [<=> ] 21.94M 3.00MB/s
0.0.tar.gz [ <=> ] 22.56M 3.02MB/s
0.0.tar.gz [ <=> ] 23.12M 2.99MB/s
0.0.tar.gz [ <=> ] 23.73M 2.99MB/s
0.0.tar.gz [ <=> ] 24.44M 3.02MB/s
0.0.tar.gz [ <=> ] 25.05M 2.98MB/s
0.0.tar.gz [ <=> ] 25.73M 3.02MB/s
0.0.tar.gz [ <=> ] 26.62M 3.03MB/s
0.0.tar.gz [ <=> ] 27.25M 3.04MB/s
0.0.tar.gz [ <=> ] 27.86M 3.05MB/s
0.0.tar.gz [ <=> ] 28.44M 3.03MB/s
0.0.tar.gz [ <=> ] 28.99M 2.99MB/s
0.0.tar.gz [ <=> ] 29.69M 3.01MB/s
0.0.tar.gz [ <=> ] 30.36M 2.96MB/s
0.0.tar.gz [ <=> ] 31.05M 3.03MB/s
0.0.tar.gz [ <=> ] 31.91M 3.05MB/s
0.0.tar.gz [ <=> ] 32.52M 3.06MB/s
0.0.tar.gz [ <=>] 33.12M 3.07MB/s
0.0.tar.gz [ <=> ] 33.70M 3.05MB/s
0.0.tar.gz [ <=> ] 34.25M 3.02MB/s
0.0.tar.gz [ <=> ] 34.97M 3.04MB/s
0.0.tar.gz [ <=> ] 35.62M 3.05MB/s
0.0.tar.gz [ <=> ] 36.28M 3.03MB/s
0.0.tar.gz [ <=> ] 37.17M 3.11MB/s
0.0.tar.gz [ <=> ] 37.58M 3.05MB/s
0.0.tar.gz [ <=> ] 38.20M 3.08MB/s
0.0.tar.gz [ <=> ] 38.78M 3.08MB/s
0.0.tar.gz [ <=> ] 39.34M 3.04MB/s
0.0.tar.gz [ <=> ] 40.00M 3.04MB/s
0.0.tar.gz [ <=> ] 40.64M 3.06MB/s
0.0.tar.gz [ <=> ] 41.27M 2.97MB/s
0.0.tar.gz [ <=> ] 42.14M 3.09MB/s
0.0.tar.gz [ <=> ] 42.67M 3.06MB/s
0.0.tar.gz [ <=> ] 43.28M 3.06MB/s
0.0.tar.gz [<=> ] 43.91M 3.07MB/s
0.0.tar.gz [ <=> ] 44.45M 3.06MB/s
0.0.tar.gz [ <=> ] 45.03M 3.03MB/s
0.0.tar.gz [ <=> ] 45.73M 3.05MB/s
0.0.tar.gz [ <=> ] 46.34M 2.98MB/s
0.0.tar.gz [ <=> ] 47.05M 3.04MB/s
0.0.tar.gz [ <=> ] 47.84M 3.06MB/s
0.0.tar.gz [ <=> ] 48.44M 3.06MB/s
0.0.tar.gz [ <=> ] 49.06M 3.07MB/s
0.0.tar.gz [ <=> ] 49.60M 3.07MB/s
0.0.tar.gz [ <=> ] 50.12M 3.01MB/s
0.0.tar.gz [ <=> ] 50.78M 3.02MB/s
0.0.tar.gz [ <=> ] 51.44M 3.03MB/s
0.0.tar.gz [ <=> ] 52.06M 2.99MB/s
0.0.tar.gz [ <=> ] 52.98M 3.09MB/s
0.0.tar.gz [ <=> ] 53.45M 3.03MB/s
0.0.tar.gz [ <=> ] 54.08M 3.06MB/s
0.0.tar.gz [ <=>] 54.64M 3.06MB/s
0.0.tar.gz [ <=> ] 55.17M 3.03MB/s
0.0.tar.gz [ <=> ] 55.77M 3.01MB/s
0.0.tar.gz [ <=> ] 56.45M 3.04MB/s
0.0.tar.gz [ <=> ] 57.08M 2.96MB/s
0.0.tar.gz [ <=> ] 57.88M 3.04MB/s
0.0.tar.gz [ <=> ] 58.45M 3.02MB/s
0.0.tar.gz [ <=> ] 59.03M 3.03MB/s
0.0.tar.gz [ <=> ] 59.66M 3.05MB/s
0.0.tar.gz [ <=> ] 60.22M 3.03MB/s
0.0.tar.gz [ <=> ] 60.78M 3.00MB/s
0.0.tar.gz [ <=> ] 61.48M 3.02MB/s
0.0.tar.gz [ <=> ] 62.14M 3.03MB/s
0.0.tar.gz [ <=> ] 62.81M 2.99MB/s
0.0.tar.gz [ <=> ] 63.67M 3.08MB/s
0.0.tar.gz [ <=> ] 64.11M 3.02MB/s
0.0.tar.gz [ <=> ] 64.73M 3.06MB/s
0.0.tar.gz [<=> ] 65.30M 3.05MB/s
0.0.tar.gz [ <=> ] 65.86M 3.02MB/s
0.0.tar.gz [ <=> ] 66.52M 3.01MB/s
0.0.tar.gz [ <=> ] 67.17M 3.03MB/s
0.0.tar.gz [ <=> ] 67.80M 2.96MB/s
0.0.tar.gz [ <=> ] 68.66M 3.07MB/s
0.0.tar.gz [ <=> ] 69.17M 3.04MB/s
0.0.tar.gz [ <=> ] 69.80M 3.05MB/s
0.0.tar.gz [ <=> ] 70.42M 3.08MB/s
0.0.tar.gz [ <=> ] 70.98M 3.04MB/s
0.0.tar.gz [ <=> ] 71.59M 3.02MB/s
0.0.tar.gz [ <=> ] 72.30M 3.05MB/s
0.0.tar.gz [ <=> ] 72.92M 2.97MB/s
0.0.tar.gz [ <=> ] 73.69M 3.05MB/s
0.0.tar.gz [ <=> ] 74.34M 3.03MB/s
0.0.tar.gz [ <=> ] 74.92M 3.03MB/s
0.0.tar.gz [ <=> ] 75.55M 3.05MB/s
0.0.tar.gz [ <=>] 76.12M 3.04MB/s
0.0.tar.gz [ <=> ] 76.73M 3.01MB/s
0.0.tar.gz [ <=> ] 77.44M 3.02MB/s
0.0.tar.gz [ <=> ] 78.09M 2.95MB/s
0.0.tar.gz [ <=> ] 78.80M 3.01MB/s
0.0.tar.gz [ <=> ] 79.64M 3.01MB/s
0.0.tar.gz [ <=> ] 80.23M 3.01MB/s
0.0.tar.gz [ <=> ] 80.86M 3.03MB/s
0.0.tar.gz [ <=> ] 81.42M 3.01MB/s
0.0.tar.gz [ <=> ] 82.03M 2.99MB/s
0.0.tar.gz [ <=> ] 82.75M 3.01MB/s
0.0.tar.gz [ <=> ] 83.41M 2.94MB/s
0.0.tar.gz [ <=> ] 84.11M 3.01MB/s
0.0.tar.gz [ <=> ] 84.97M 3.03MB/s
0.0.tar.gz [ <=> ] 85.59M 3.04MB/s
0.0.tar.gz [ <=> ] 86.22M 3.06MB/s
0.0.tar.gz [ <=> ] 86.78M 3.04MB/s
0.0.tar.gz [<=> ] 87.39M 3.02MB/s
0.0.tar.gz [ <=> ] 88.09M 3.04MB/s
0.0.tar.gz [ <=> ] 88.77M 2.97MB/s
0.0.tar.gz [ <=> ] 89.45M 3.04MB/s
0.0.tar.gz [ <=> ] 90.23M 3.06MB/s
0.0.tar.gz [ <=> ] 90.86M 3.07MB/s
0.0.tar.gz [ <=> ] 91.48M 3.09MB/s
0.0.tar.gz [ <=> ] 92.05M 3.07MB/s
0.0.tar.gz [ <=> ] 92.66M 3.03MB/s
0.0.tar.gz [ <=> ] 93.36M 3.05MB/s
0.0.tar.gz [ <=> ] 94.02M 2.99MB/s
0.0.tar.gz [ <=> ] 94.70M 3.05MB/s
0.0.tar.gz [ <=> ] 95.56M 3.06MB/s
0.0.tar.gz [ <=> ] 96.17M 3.07MB/s
0.0.tar.gz [ <=> ] 96.80M 3.08MB/s
0.0.tar.gz [ <=> ] 97.36M 3.05MB/s
0.0.tar.gz [ <=> ] 97.97M 3.03MB/s
0.0.tar.gz [ <=>] 98.67M 3.05MB/s
0.0.tar.gz [ <=> ] 99.34M 2.99MB/s
0.0.tar.gz [ <=> ] 100.02M 3.04MB/s
0.0.tar.gz [ <=> ] 100.89M 3.06MB/s
0.0.tar.gz [ <=> ] 101.48M 3.06MB/s
0.0.tar.gz [ <=> ] 102.11M 3.08MB/s
0.0.tar.gz [ <=> ] 102.67M 3.06MB/s
0.0.tar.gz [ <=> ] 103.28M 3.03MB/s
0.0.tar.gz [ <=> ] 103.98M 3.05MB/s
0.0.tar.gz [ <=> ] 104.66M 3.10MB/s
0.0.tar.gz [ <=> ] 105.33M 3.04MB/s
0.0.tar.gz [ <=> ] 106.20M 3.06MB/s
0.0.tar.gz [ <=> ] 106.80M 3.06MB/s
0.0.tar.gz [ <=> ] 107.42M 3.08MB/s
0.0.tar.gz [ <=> ] 107.98M 3.06MB/s
0.0.tar.gz [ <=> ] 108.59M 3.03MB/s
0.0.tar.gz [ <=> ] 109.25M 3.05MB/s
0.0.tar.gz [<=> ] 109.91M 3.06MB/s
0.0.tar.gz [ <=> ] 110.53M 3.01MB/s
0.0.tar.gz [ <=> ] 111.45M 3.11MB/s
0.0.tar.gz [ <=> ] 111.88M 3.05MB/s
0.0.tar.gz [ <=> ] 112.50M 3.08MB/s
0.0.tar.gz [ <=> ] 113.06M 3.07MB/s
0.0.tar.gz [ <=> ] 113.62M 3.04MB/s
0.0.tar.gz [ <=> ] 114.28M 3.04MB/s
0.0.tar.gz [ <=> ] 114.94M 3.05MB/s
0.0.tar.gz [ <=> ] 115.50M 2.97MB/s
0.0.tar.gz [ <=> ] 116.36M 3.07MB/s
0.0.tar.gz [ <=> ] 116.81M 3.03MB/s
0.0.tar.gz [ <=> ] 117.44M 3.03MB/s
0.0.tar.gz [ <=> ] 118.06M 3.05MB/s
0.0.tar.gz [ <=> ] 118.62M 3.02MB/s
0.0.tar.gz [ <=> ] 119.23M 3.00MB/s
0.0.tar.gz [ <=> ] 119.89M 3.02MB/s
0.0.tar.gz [ <=>] 120.55M 2.95MB/s
0.0.tar.gz [ <=> ] 121.23M 3.01MB/s
0.0.tar.gz [ <=> ] 122.11M 2.99MB/s
0.0.tar.gz [ <=> ] 122.69M 3.00MB/s
0.0.tar.gz [ <=> ] 123.31M 3.02MB/s
0.0.tar.gz [ <=> ] 123.88M 3.00MB/s
0.0.tar.gz [ <=> ] 124.48M 2.98MB/s
0.0.tar.gz [ <=> ] 125.14M 2.99MB/s
0.0.tar.gz [ <=> ] 125.80M 2.92MB/s
0.0.tar.gz [ <=> ] 126.42M 2.98MB/s
0.0.tar.gz [ <=> ] 127.34M 3.07MB/s
0.0.tar.gz [ <=> ] 127.75M 3.01MB/s
0.0.tar.gz [ <=> ] 128.36M 3.03MB/s
0.0.tar.gz [ <=> ] 128.94M 3.03MB/s
0.0.tar.gz [ <=> ] 129.50M 3.00MB/s
0.0.tar.gz [ <=> ] 130.16M 3.00MB/s
0.0.tar.gz [ <=> ] 130.81M 3.02MB/s
0.0.tar.gz [<=> ] 131.42M 2.94MB/s
0.0.tar.gz [ <=> ] 132.23M 3.05MB/s
0.0.tar.gz [ <=> ] 132.81M 3.03MB/s
0.0.tar.gz [ <=> ] 133.44M 3.04MB/s
0.0.tar.gz [ <=> ] 134.06M 3.06MB/s
0.0.tar.gz [ <=> ] 134.62M 3.03MB/s
0.0.tar.gz [ <=> ] 135.28M 3.02MB/s
0.0.tar.gz [ <=> ] 135.94M 3.04MB/s
0.0.tar.gz [ <=> ] 136.56M 2.99MB/s
0.0.tar.gz [ <=> ] 137.30M 3.04MB/s
0.0.tar.gz [ <=> ] 137.95M 3.05MB/s
0.0.tar.gz [ <=> ] 138.56M 3.05MB/s
0.0.tar.gz [ <=> ] 139.19M 3.07MB/s
0.0.tar.gz [ <=> ] 139.75M 3.04MB/s
0.0.tar.gz [ <=> ] 140.36M 3.02MB/s
0.0.tar.gz [ <=> ] 141.02M 3.04MB/s
0.0.tar.gz [ <=> ] 141.67M 2.99MB/s
0.0.tar.gz [ <=>] 142.30M 3.01MB/s
0.0.tar.gz [ <=> ] 143.20M 3.10MB/s
0.0.tar.gz [ <=> ] 143.62M 3.04MB/s
0.0.tar.gz [ <=> ] 144.25M 3.07MB/s
0.0.tar.gz [ <=> ] 144.81M 3.06MB/s
0.0.tar.gz [ <=> ] 145.38M 3.03MB/s
0.0.tar.gz [ <=> ] 146.03M 3.04MB/s
0.0.tar.gz [ <=> ] 146.69M 3.05MB/s
0.0.tar.gz [ <=> ] 147.31M 2.99MB/s
0.0.tar.gz [ <=> ] 148.16M 3.07MB/s
0.0.tar.gz [ <=> ] 148.69M 3.04MB/s
0.0.tar.gz [ <=> ] 149.31M 3.05MB/s
0.0.tar.gz [ <=> ] 149.94M 3.07MB/s
0.0.tar.gz [ <=> ] 150.50M 3.04MB/s
0.0.tar.gz [ <=> ] 151.16M 3.02MB/s
0.0.tar.gz [ <=> ] 151.86M 3.05MB/s
0.0.tar.gz [ <=> ] 152.48M 2.99MB/s
0.0.tar.gz [<=> ] 153.27M 3.06MB/s
0.0.tar.gz [ <=> ] 153.88M 3.05MB/s
0.0.tar.gz [ <=> ] 154.50M 3.06MB/s
0.0.tar.gz [ <=> ] 155.12M 3.07MB/s
0.0.tar.gz [ <=> ] 155.69M 3.04MB/s
0.0.tar.gz [ <=> ] 156.28M 3.03MB/s
0.0.tar.gz [ <=> ] 156.94M 3.04MB/s
0.0.tar.gz [ <=> ] 157.61M 2.99MB/s
0.0.tar.gz [ <=> ] 158.28M 3.03MB/s
0.0.tar.gz [ <=> ] 159.16M 3.06MB/s
0.0.tar.gz [ <=> ] 159.73M 3.05MB/s
0.0.tar.gz [ <=> ] 160.36M 3.08MB/s
0.0.tar.gz [ <=> ] 160.94M 3.05MB/s
0.0.tar.gz [ <=> ] 161.53M 3.03MB/s
0.0.tar.gz [ <=> ] 162.20M 3.05MB/s
0.0.tar.gz [ <=> ] 162.86M 3.06MB/s
0.0.tar.gz [ <=> ] 163.47M 3.02MB/s
0.0.tar.gz [ <=>] 164.36M 3.11MB/s
0.0.tar.gz [ <=> ] 164.81M 3.04MB/s
0.0.tar.gz [ <=> ] 165.44M 3.08MB/s
0.0.tar.gz [ <=> ] 166.00M 3.07MB/s
0.0.tar.gz [ <=> ] 166.56M 3.04MB/s
0.0.tar.gz [ <=> ] 167.22M 3.04MB/s
0.0.tar.gz [ <=> ] 167.92M 3.07MB/s
0.0.tar.gz [ <=> ] 168.50M 2.99MB/s
0.0.tar.gz [ <=> ] 169.33M 3.08MB/s
0.0.tar.gz [ <=> ] 169.89M 3.05MB/s
0.0.tar.gz [ <=> ] 170.52M 3.06MB/s
0.0.tar.gz [ <=> ] 171.14M 3.08MB/s
0.0.tar.gz [ <=> ] 171.70M 3.05MB/s
0.0.tar.gz [ <=> ] 172.36M 3.03MB/s
0.0.tar.gz [ <=> ] 173.06M 3.06MB/s
0.0.tar.gz [ <=> ] 173.69M 2.99MB/s
0.0.tar.gz [ <=> ] 174.48M 3.06MB/s
0.0.tar.gz [<=> ] 175.06M 3.07MB/s
0.0.tar.gz [ <=> ] 175.64M 3.06MB/s
0.0.tar.gz [ <=> ] 176.27M 3.07MB/s
0.0.tar.gz [ <=> ] 176.78M 3.05MB/s
0.0.tar.gz [ <=> ] 177.39M 3.02MB/s
0.0.tar.gz [ <=> ] 178.05M 3.01MB/s
0.0.tar.gz [ <=> ] 178.70M 3.04MB/s
0.0.tar.gz [ <=> ] 179.33M 2.99MB/s
0.0.tar.gz [ <=> ] 180.25M 3.10MB/s
0.0.tar.gz [ <=> ] 180.70M 3.04MB/s
0.0.tar.gz [ <=> ] 181.33M 3.07MB/s
0.0.tar.gz [ <=> ] 181.89M 3.05MB/s
0.0.tar.gz [ <=> ] 182.47M 3.03MB/s
0.0.tar.gz [ <=> ] 183.11M 3.02MB/s
0.0.tar.gz [ <=> ] 183.77M 3.04MB/s
0.0.tar.gz [ <=> ] 184.39M 2.97MB/s
0.0.tar.gz [ <=> ] 185.23M 3.07MB/s
0.0.tar.gz [ <=>] 185.80M 3.05MB/s
0.0.tar.gz [ <=> ] 186.38M 3.05MB/s
0.0.tar.gz [ <=> ] 187.00M 3.08MB/s
0.0.tar.gz [ <=> ] 187.56M 3.05MB/s
0.0.tar.gz [ <=> ] 188.17M 3.04MB/s
0.0.tar.gz [ <=> ] 188.88M 3.06MB/s
0.0.tar.gz [ <=> ] 189.48M 3.00MB/s
0.0.tar.gz [ <=> ] 190.22M 3.06MB/s
0.0.tar.gz [ <=> ] 191.00M 3.06MB/s
0.0.tar.gz [ <=> ] 191.62M 3.08MB/s
0.0.tar.gz [ <=> ] 192.25M 3.09MB/s
0.0.tar.gz [ <=> ] 192.81M 3.07MB/s
0.0.tar.gz [ <=> ] 193.42M 3.04MB/s
0.0.tar.gz [ <=> ] 194.08M 3.05MB/s
0.0.tar.gz [ <=> ] 194.73M 3.06MB/s
0.0.tar.gz [ <=> ] 195.41M 3.04MB/s
0.0.tar.gz [ <=> ] 196.30M 3.06MB/s
0.0.tar.gz [<=> ] 196.91M 3.07MB/s
0.0.tar.gz [ <=> ] 197.53M 3.09MB/s
0.0.tar.gz [ <=> ] 198.11M 3.07MB/s
0.0.tar.gz [ <=> ] 198.70M 3.04MB/s
0.0.tar.gz [ <=> ] 199.36M 3.06MB/s
0.0.tar.gz [ <=> ] 200.03M 3.07MB/s
0.0.tar.gz [ <=> ] 200.64M 3.03MB/s
0.0.tar.gz [ <=> ] 201.58M 3.12MB/s
0.0.tar.gz [ <=> ] 202.00M 3.06MB/s
0.0.tar.gz [ <=> ] 202.62M 3.09MB/s
0.0.tar.gz [ <=> ] 203.19M 3.08MB/s
0.0.tar.gz [ <=> ] 203.75M 3.05MB/s
0.0.tar.gz [ <=> ] 204.45M 3.04MB/s
0.0.tar.gz [ <=> ] 205.11M 3.07MB/s
0.0.tar.gz [ <=> ] 205.73M 3.00MB/s
0.0.tar.gz [ <=> ] 206.58M 3.09MB/s
0.0.tar.gz [ <=> ] 207.11M 3.07MB/s
0.0.tar.gz [ <=>] 207.72M 3.07MB/s
0.0.tar.gz [ <=> ] 208.34M 3.08MB/s
0.0.tar.gz [ <=> ] 208.92M 3.06MB/s
0.0.tar.gz [ <=> ] 209.56M 3.05MB/s
0.0.tar.gz [ <=> ] 210.25M 3.07MB/s
0.0.tar.gz [ <=> ] 210.84M 3.00MB/s
0.0.tar.gz [ <=> ] 211.59M 3.07MB/s
0.0.tar.gz [ <=> ] 212.30M 3.06MB/s
0.0.tar.gz [ <=> ] 212.92M 3.07MB/s
0.0.tar.gz [ <=> ] 213.55M 3.08MB/s
0.0.tar.gz [ <=> ] 214.11M 3.05MB/s
0.0.tar.gz [ <=> ] 214.81M 3.05MB/s
0.0.tar.gz [ <=> ] 215.58M 3.10MB/s
0.0.tar.gz [ <=> ] 216.53M 3.13MB/s
0.0.tar.gz [ <=> ] 217.20M 3.18MB/s
0.0.tar.gz [ <=> ] 217.66M 2.91MB/s
0.0.tar.gz [ <=> ] 218.28M 2.92MB/s
0.0.tar.gz [<=> ] 218.89M 2.93MB/s
0.0.tar.gz [ <=> ] 219.47M 2.90MB/s
0.0.tar.gz [ <=> ] 220.11M 2.89MB/s
0.0.tar.gz [ <=> ] 220.84M 2.94MB/s
0.0.tar.gz [ <=> ] 221.78M 3.04MB/s
0.0.tar.gz [ <=> ] 222.50M 3.03MB/s
0.0.tar.gz [ <=> ] 223.00M 2.94MB/s
0.0.tar.gz [ <=> ] 223.62M 2.95MB/s
0.0.tar.gz [ <=> ] 224.25M 2.97MB/s
0.0.tar.gz [ <=> ] 224.81M 2.92MB/s
0.0.tar.gz [ <=> ] 225.47M 2.87MB/s
0.0.tar.gz [ <=> ] 226.19M 2.84MB/s
0.0.tar.gz [ <=> ] 227.12M 2.92MB/s
0.0.tar.gz [ <=> ] 227.84M 3.21MB/s
0.0.tar.gz [ <=> ] 228.34M 3.11MB/s
0.0.tar.gz [ <=> ] 228.97M 3.13MB/s
0.0.tar.gz [ <=> ] 229.57M 3.15MB/s
0.0.tar.gz [ <=>] 230.11M 3.10MB/s
0.0.tar.gz [ <=> ] 230.77M 3.05MB/s
0.0.tar.gz [ <=> ] 231.48M 3.00MB/s
0.0.tar.gz [ <=> ] 232.42M 3.08MB/s
0.0.tar.gz [ <=> ] 233.17M 3.21MB/s
0.0.tar.gz [ <=> ] 233.69M 3.12MB/s
0.0.tar.gz [ <=> ] 234.31M 3.13MB/s
0.0.tar.gz [ <=> ] 234.94M 3.15MB/s
0.0.tar.gz [ <=> ] 235.50M 3.10MB/s
0.0.tar.gz [ <=> ] 236.16M 3.05MB/s
0.0.tar.gz [ <=> ] 236.88M 3.00MB/s
0.0.tar.gz [ <=> ] 237.81M 3.08MB/s
0.0.tar.gz [ <=> ] 238.58M 3.21MB/s
0.0.tar.gz [ <=> ] 239.03M 3.10MB/s
0.0.tar.gz [ <=> ] 239.66M 3.13MB/s
0.0.tar.gz [ <=> ] 240.28M 3.14MB/s
0.0.tar.gz [ <=> ] 240.84M 3.11MB/s
0.0.tar.gz [<=> ] 241.50M 3.06MB/s
0.0.tar.gz [ <=> ] 242.20M 3.01MB/s
0.0.tar.gz [ <=> ] 243.14M 3.07MB/s
0.0.tar.gz [ <=> ] 243.92M 3.21MB/s
0.0.tar.gz [ <=> ] 244.44M 3.10MB/s
0.0.tar.gz [ <=> ] 245.06M 3.12MB/s
0.0.tar.gz [ <=> ] 245.69M 3.13MB/s
0.0.tar.gz [ <=> ] 246.25M 3.10MB/s
0.0.tar.gz [ <=> ] 246.91M 3.06MB/s
0.0.tar.gz [ <=> ] 247.61M 3.00MB/s
0.0.tar.gz [ <=> ] 248.56M 3.07MB/s
0.0.tar.gz [ <=> ] 249.30M 3.20MB/s
0.0.tar.gz [ <=> ] 249.75M 3.10MB/s
0.0.tar.gz [ <=> ] 250.38M 3.11MB/s
0.0.tar.gz [ <=> ] 250.98M 3.13MB/s
0.0.tar.gz [ <=> ] 251.56M 3.10MB/s
0.0.tar.gz [ <=> ] 252.20M 3.03MB/s
0.0.tar.gz [ <=>] 252.88M 2.97MB/s
0.0.tar.gz [ <=> ] 253.83M 3.05MB/s
0.0.tar.gz [ <=> ] 254.61M 3.21MB/s
0.0.tar.gz [ <=> ] 255.12M 3.11MB/s
0.0.tar.gz [ <=> ] 255.75M 3.14MB/s
0.0.tar.gz [ <=> ] 256.38M 3.15MB/s
0.0.tar.gz [ <=> ] 256.94M 3.11MB/s
0.0.tar.gz [ <=> ] 257.59M 3.05MB/s
0.0.tar.gz [ <=> ] 258.28M 2.99MB/s
0.0.tar.gz [ <=> ] 259.22M 3.07MB/s
0.0.tar.gz [ <=> ] 259.98M 3.21MB/s
0.0.tar.gz [ <=> ] 260.50M 3.11MB/s
0.0.tar.gz [ <=> ] 261.12M 3.14MB/s
0.0.tar.gz [ <=> ] 261.75M 3.14MB/s
0.0.tar.gz [ <=> ] 262.31M 3.10MB/s
0.0.tar.gz [ <=> ] 262.97M 3.06MB/s
0.0.tar.gz [ <=> ] 263.67M 2.99MB/s
0.0.tar.gz [<=> ] 264.64M 3.08MB/s
0.0.tar.gz [ <=> ] 265.38M 3.20MB/s
0.0.tar.gz [ <=> ] 265.83M 3.11MB/s
0.0.tar.gz [ <=> ] 266.45M 3.11MB/s
0.0.tar.gz [ <=> ] 267.08M 3.15MB/s
0.0.tar.gz [ <=> ] 267.64M 3.10MB/s
0.0.tar.gz [ <=> ] 268.30M 3.11MB/s
0.0.tar.gz [ <=> ] 268.98M 2.99MB/s
0.0.tar.gz [ <=> ] 269.91M 3.07MB/s
0.0.tar.gz [ <=> ] 270.66M 3.14MB/s
0.0.tar.gz [ <=> ] 271.17M 3.17MB/s
0.0.tar.gz [ <=> ] 271.62M 3.12MB/s
0.0.tar.gz [ <=> ] 272.25M 3.13MB/s
0.0.tar.gz [ <=> ] 272.81M 3.13MB/s
0.0.tar.gz [ <=> ] 273.42M 3.10MB/s
0.0.tar.gz [ <=> ] 274.08M 3.05MB/s
0.0.tar.gz [ <=> ] 274.95M 3.05MB/s
0.0.tar.gz [ <=>] 275.83M 3.12MB/s
0.0.tar.gz [ <=> ] 276.39M 3.20MB/s
0.0.tar.gz [ <=> ] 276.78M 3.12MB/s
0.0.tar.gz [ <=> ] 277.41M 3.12MB/s
0.0.tar.gz [ <=> ] 278.03M 3.15MB/s
0.0.tar.gz [ <=> ] 278.59M 3.11MB/s
0.0.tar.gz [ <=> ] 279.30M 3.11MB/s
0.0.tar.gz [ <=> ] 280.08M 3.01MB/s
0.0.tar.gz [ <=> ] 281.05M 3.12MB/s
0.0.tar.gz [ <=> ] 281.69M 3.20MB/s
0.0.tar.gz [ <=> ] 282.09M 3.14MB/s
0.0.tar.gz [ <=> ] 282.72M 3.15MB/s
0.0.tar.gz [ <=> ] 283.34M 3.15MB/s
0.0.tar.gz [ <=> ] 283.91M 3.11MB/s
0.0.tar.gz [ <=> ] 284.61M 3.09MB/s
0.0.tar.gz [ <=> ] 285.36M 3.04MB/s
0.0.tar.gz [ <=> ] 286.33M 3.13MB/s
0.0.tar.gz [<=> ] 287.03M 3.22MB/s
0.0.tar.gz [ <=> ] 287.38M 3.13MB/s
0.0.tar.gz [ <=> ] 287.98M 3.15MB/s
0.0.tar.gz [ <=> ] 288.61M 3.16MB/s
0.0.tar.gz [ <=> ] 289.19M 3.12MB/s
0.0.tar.gz [ <=> ] 289.86M 3.13MB/s
0.0.tar.gz [ <=> ] 290.52M 3.01MB/s
0.0.tar.gz [ <=> ] 291.44M 3.08MB/s
0.0.tar.gz [ <=> ] 292.20M 3.15MB/s
0.0.tar.gz [ <=> ] 292.72M 3.19MB/s
0.0.tar.gz [ <=> ] 293.17M 3.13MB/s
0.0.tar.gz [ <=> ] 293.80M 3.14MB/s
0.0.tar.gz [ <=> ] 294.36M 3.12MB/s
0.0.tar.gz [ <=> ] 294.97M 3.12MB/s
0.0.tar.gz [ <=> ] 295.62M 3.07MB/s
0.0.tar.gz [ <=> ] 296.45M 3.03MB/s
0.0.tar.gz [ <=> ] 297.39M 3.16MB/s
0.0.tar.gz [ <=>] 297.95M 3.20MB/s
0.0.tar.gz [ <=> ] 298.36M 3.14MB/s
0.0.tar.gz [ <=> ] 298.98M 3.17MB/s
0.0.tar.gz [ <=> ] 299.55M 3.16MB/s
0.0.tar.gz [ <=> ] 300.11M 3.13MB/s
0.0.tar.gz [ <=> ] 300.81M 3.09MB/s
0.0.tar.gz [ <=> ] 301.55M 3.02MB/s
0.0.tar.gz [ <=> ] 302.47M 3.15MB/s
0.0.tar.gz [ <=> ] 303.19M 3.23MB/s
0.0.tar.gz [ <=> ] 303.53M 3.14MB/s
0.0.tar.gz [ <=> ] 304.14M 3.16MB/s
0.0.tar.gz [ <=> ] 304.77M 3.16MB/s
0.0.tar.gz [ <=> ] 305.33M 3.12MB/s
0.0.tar.gz [ <=> ] 306.03M 3.08MB/s
0.0.tar.gz [ <=> ] 306.66M 2.99MB/s
0.0.tar.gz [ <=> ] 307.61M 3.08MB/s
0.0.tar.gz [ <=> ] 308.44M 3.23MB/s
0.0.tar.gz [<=> ] 308.95M 3.13MB/s
0.0.tar.gz [ <=> ] 309.58M 3.16MB/s
0.0.tar.gz [ <=> ] 310.20M 3.16MB/s
0.0.tar.gz [ <=> ] 310.77M 3.13MB/s
0.0.tar.gz [ <=> ] 311.45M 3.09MB/s
0.0.tar.gz [ <=> ] 312.16M 3.03MB/s
0.0.tar.gz [ <=> ] 313.06M 3.09MB/s
0.0.tar.gz [ <=> ] 313.84M 3.25MB/s
0.0.tar.gz [ <=> ] 314.36M 3.15MB/s
0.0.tar.gz [ <=> ] 314.98M 3.18MB/s
0.0.tar.gz [ <=> ] 315.59M 3.17MB/s
0.0.tar.gz [ <=> ] 316.16M 3.13MB/s
0.0.tar.gz [ <=> ] 316.87M 3.12MB/s
0.0.tar.gz [ <=> ] 317.52M 3.04MB/s
0.0.tar.gz [ <=> ] 318.42M 3.10MB/s
0.0.tar.gz [ <=> ] 319.22M 3.18MB/s
0.0.tar.gz [ <=> ] 319.73M 3.16MB/s
0.0.tar.gz [ <=>] 320.34M 3.16MB/s
0.0.tar.gz [ <=> ] 320.97M 3.16MB/s
0.0.tar.gz [ <=> ] 321.53M 3.14MB/s
0.0.tar.gz [ <=> ] 322.20M 3.15MB/s
0.0.tar.gz [ <=> ] 322.89M 3.04MB/s
0.0.tar.gz [ <=> ] 323.80M 3.11MB/s
0.0.tar.gz [ <=> ] 324.61M 3.19MB/s
0.0.tar.gz [ <=> ] 325.12M 3.16MB/s
0.0.tar.gz [ <=> ] 325.75M 3.16MB/s
0.0.tar.gz [ <=> ] 326.31M 3.15MB/s
0.0.tar.gz [ <=> ] 326.94M 3.13MB/s
0.0.tar.gz [ <=> ] 327.64M 3.15MB/s
0.0.tar.gz [ <=> ] 328.33M 3.04MB/s
0.0.tar.gz [ <=> ] 329.24M 3.09MB/s
0.0.tar.gz [ <=> ] 330.05M 3.25MB/s
0.0.tar.gz [ <=> ] 330.56M 3.15MB/s
0.0.tar.gz [ <=> ] 331.19M 3.18MB/s
0.0.tar.gz [<=> ] 331.81M 3.17MB/s
0.0.tar.gz [ <=> ] 332.38M 3.14MB/s
0.0.tar.gz [ <=> ] 333.02M 3.14MB/s
0.0.tar.gz [ <=> ] 333.73M 3.03MB/s
0.0.tar.gz [ <=> ] 334.64M 3.10MB/s
0.0.tar.gz [ <=> ] 335.44M 3.19MB/s
0.0.tar.gz [ <=> ] 335.95M 3.15MB/s
0.0.tar.gz [ <=> ] 336.58M 3.16MB/s
0.0.tar.gz [ <=> ] 337.22M 3.18MB/s
0.0.tar.gz [ <=> ] 337.77M 3.16MB/s
0.0.tar.gz [ <=> ] 338.47M 3.15MB/s
0.0.tar.gz [ <=> ] 339.14M 3.12MB/s
0.0.tar.gz [ <=> ] 340.04M 3.13MB/s
0.0.tar.gz [ <=> ] 340.88M 3.20MB/s
0.0.tar.gz [ <=> ] 341.38M 3.16MB/s
0.0.tar.gz [ <=> ] 342.00M 3.17MB/s
0.0.tar.gz [ <=> ] 342.62M 3.18MB/s
0.0.tar.gz [ <=>] 343.19M 3.16MB/s
0.0.tar.gz [ <=> ] 343.89M 3.16MB/s
0.0.tar.gz [ <=> ] 344.56M 3.11MB/s
0.0.tar.gz [ <=> ] 345.44M 3.12MB/s
0.0.tar.gz [ <=> ] 346.31M 3.16MB/s
0.0.tar.gz [ <=> ] 346.83M 3.17MB/s
0.0.tar.gz [ <=> ] 347.44M 3.17MB/s
0.0.tar.gz [ <=> ] 348.06M 3.18MB/s
0.0.tar.gz [ <=> ] 348.62M 3.15MB/s
0.0.tar.gz [ <=> ] 349.33M 3.17MB/s
0.0.tar.gz [ <=> ] 350.00M 3.06MB/s
0.0.tar.gz [ <=> ] 350.91M 3.10MB/s
0.0.tar.gz [ <=> ] 351.77M 3.27MB/s
0.0.tar.gz [ <=> ] 352.22M 3.17MB/s
0.0.tar.gz [ <=> ] 352.84M 3.17MB/s
0.0.tar.gz [ <=> ] 353.47M 3.19MB/s
0.0.tar.gz [ <=> ] 354.03M 3.15MB/s
0.0.tar.gz [<=> ] 354.73M 3.17MB/s
0.0.tar.gz [ <=> ] 355.40M 3.04MB/s
0.0.tar.gz [ <=> ] 356.27M 3.10MB/s
0.0.tar.gz [ <=> ] 357.12M 3.19MB/s
0.0.tar.gz [ <=> ] 357.62M 3.17MB/s
0.0.tar.gz [ <=> ] 358.25M 3.17MB/s
0.0.tar.gz [ <=> ] 358.88M 3.18MB/s
0.0.tar.gz [ <=> ] 359.39M 3.13MB/s
0.0.tar.gz [ <=> ] 360.09M 3.15MB/s
0.0.tar.gz [ <=> ] 360.77M 3.03MB/s
0.0.tar.gz [ <=> ] 361.64M 3.07MB/s
0.0.tar.gz [ <=> ] 362.52M 3.18MB/s
0.0.tar.gz [ <=> ] 363.03M 3.16MB/s
0.0.tar.gz [ <=> ] 363.66M 3.16MB/s
0.0.tar.gz [ <=> ] 364.27M 3.17MB/s
0.0.tar.gz [ <=> ] 364.89M 3.16MB/s
0.0.tar.gz [ <=> ] 365.55M 3.17MB/s
0.0.tar.gz [ <=>] 366.17M 3.11MB/s
0.0.tar.gz [ <=> ] 367.00M 3.09MB/s
0.0.tar.gz [ <=> ] 367.61M 3.08MB/s
0.0.tar.gz [ <=> ] 368.12M 3.05MB/s
0.0.tar.gz [ <=> ] 368.75M 3.07MB/s
0.0.tar.gz [ <=> ] 369.38M 3.08MB/s
0.0.tar.gz [ <=> ] 369.98M 3.08MB/s
0.0.tar.gz [ <=> ] 370.66M 3.07MB/s
0.0.tar.gz [ <=> ] 371.28M 3.01MB/s
0.0.tar.gz [ <=> ] 372.09M 3.01MB/s
0.0.tar.gz [ <=> ] 372.72M 3.05MB/s
0.0.tar.gz [ <=> ] 373.23M 2.96MB/s
0.0.tar.gz [ <=> ] 373.86M 2.95MB/s
0.0.tar.gz [ <=> ] 374.47M 2.96MB/s
0.0.tar.gz [ <=> ] 375.09M 2.95MB/s
0.0.tar.gz [ <=> ] 375.73M 2.96MB/s
0.0.tar.gz [ <=> ] 376.41M 2.90MB/s
0.0.tar.gz [<=> ] 377.23M 2.97MB/s
0.0.tar.gz [ <=> ] 377.86M 3.04MB/s
0.0.tar.gz [ <=> ] 378.31M 2.95MB/s
0.0.tar.gz [ <=> ] 378.95M 2.96MB/s
0.0.tar.gz [ <=> ] 379.56M 2.95MB/s
0.0.tar.gz [ <=> ] 380.17M 2.94MB/s
0.0.tar.gz [ <=> ] 380.81M 2.96MB/s
0.0.tar.gz [ <=> ] 381.44M 2.89MB/s
0.0.tar.gz [ <=> ] 382.27M 2.96MB/s
0.0.tar.gz [ <=> ] 382.89M 2.98MB/s
0.0.tar.gz [ <=> ] 383.41M 2.95MB/s
0.0.tar.gz [ <=> ] 384.03M 2.95MB/s
0.0.tar.gz [ <=> ] 384.64M 2.95MB/s
0.0.tar.gz [ <=> ] 385.27M 2.94MB/s
0.0.tar.gz [ <=> ] 385.91M 2.95MB/s
0.0.tar.gz [ <=> ] 386.53M 2.89MB/s
0.0.tar.gz [ <=> ] 387.34M 2.95MB/s
0.0.tar.gz [ <=>] 387.97M 2.97MB/s
0.0.tar.gz [ <=> ] 388.50M 2.93MB/s
0.0.tar.gz [ <=> ] 389.11M 2.95MB/s
0.0.tar.gz [ <=> ] 389.73M 2.96MB/s
0.0.tar.gz [ <=> ] 390.36M 2.93MB/s
0.0.tar.gz [ <=> ] 391.05M 2.95MB/s
0.0.tar.gz [ <=> ] 391.67M 2.91MB/s
0.0.tar.gz [ <=> ] 392.48M 2.95MB/s
0.0.tar.gz [ <=> ] 393.11M 2.97MB/s
0.0.tar.gz [ <=> ] 393.58M 2.94MB/s
0.0.tar.gz [ <=> ] 394.20M 2.96MB/s
0.0.tar.gz [ <=> ] 394.83M 2.96MB/s
0.0.tar.gz [ <=> ] 395.39M 2.94MB/s
0.0.tar.gz [ <=> ] 396.08M 2.94MB/s
0.0.tar.gz [ <=> ] 396.69M 2.89MB/s
0.0.tar.gz [ <=> ] 397.52M 2.95MB/s
0.0.tar.gz [ <=> ] 398.14M 3.03MB/s
0.0.tar.gz [<=> ] 398.66M 2.91MB/s
0.0.tar.gz [ <=> ] 399.34M 2.94MB/s
0.0.tar.gz [ <=> ] 399.95M 2.93MB/s
0.0.tar.gz [ <=> ] 400.53M 2.91MB/s
0.0.tar.gz [ <=> ] 401.16M 2.89MB/s
0.0.tar.gz [ <=> ] 401.82M 2.87MB/s
0.0.tar.gz [ <=> ] 402.56M 2.93MB/s
0.0.tar.gz [ <=> ] 403.17M 3.01MB/s
0.0.tar.gz [ <=> ] 403.69M 2.90MB/s
0.0.tar.gz [ <=> ] 404.38M 2.93MB/s
0.0.tar.gz [ <=> ] 405.00M 2.94MB/s
0.0.tar.gz [ <=> ] 405.56M 2.91MB/s
0.0.tar.gz [ <=> ] 406.20M 2.89MB/s
0.0.tar.gz [ <=> ] 406.88M 2.86MB/s
0.0.tar.gz [ <=> ] 407.70M 2.92MB/s
0.0.tar.gz [ <=> ] 408.33M 3.03MB/s
0.0.tar.gz [ <=> ] 408.78M 2.93MB/s
0.0.tar.gz [ <=>] 409.41M 2.94MB/s
0.0.tar.gz [ <=> ] 410.03M 2.95MB/s
0.0.tar.gz [ <=> ] 410.59M 2.92MB/s
0.0.tar.gz [ <=> ] 411.27M 2.93MB/s
0.0.tar.gz [ <=> ] 411.94M 2.88MB/s
0.0.tar.gz [ <=> ] 412.77M 2.94MB/s
0.0.tar.gz [ <=> ] 413.39M 3.03MB/s
0.0.tar.gz [ <=> ] 413.84M 2.94MB/s
0.0.tar.gz [ <=> ] 414.47M 2.94MB/s
0.0.tar.gz [ <=> ] 415.09M 2.96MB/s
0.0.tar.gz [ <=> ] 415.66M 2.93MB/s
0.0.tar.gz [ <=> ] 416.31M 2.93MB/s
0.0.tar.gz [ <=> ] 416.97M 2.87MB/s
0.0.tar.gz [ <=> ] 417.76M 2.94MB/s
0.0.tar.gz [ <=> ] 418.38M 2.96MB/s
0.0.tar.gz [ <=> ] 418.89M 3.00MB/s
0.0.tar.gz [ <=> ] 419.34M 2.94MB/s
0.0.tar.gz [<=> ] 419.97M 2.95MB/s
0.0.tar.gz [ <=> ] 420.53M 2.93MB/s
0.0.tar.gz [ <=> ] 421.14M 2.93MB/s
0.0.tar.gz [ <=> ] 421.78M 2.89MB/s
0.0.tar.gz [ <=> ] 422.56M 2.91MB/s
0.0.tar.gz [ <=> ] 423.23M 2.97MB/s
0.0.tar.gz [ <=> ] 423.81M 3.00MB/s
0.0.tar.gz [ <=> ] 424.20M 2.93MB/s
0.0.tar.gz [ <=> ] 424.83M 2.94MB/s
0.0.tar.gz [ <=> ] 425.45M 2.95MB/s
0.0.tar.gz [ <=> ] 426.02M 2.92MB/s
0.0.tar.gz [ <=> ] 426.70M 2.93MB/s
0.0.tar.gz [ <=> ] 427.38M 2.92MB/s
0.0.tar.gz [ <=> ] 428.16M 2.95MB/s
0.0.tar.gz [ <=> ] 428.72M 2.96MB/s
0.0.tar.gz [ <=> ] 429.06M 2.93MB/s
0.0.tar.gz [ <=> ] 429.75M 2.96MB/s
0.0.tar.gz [ <=>] 430.31M 2.95MB/s
0.0.tar.gz [ <=> ] 430.88M 2.94MB/s
0.0.tar.gz [ <=> ] 431.50M 2.92MB/s
0.0.tar.gz [ <=> ] 432.16M 2.89MB/s
0.0.tar.gz [ <=> ] 432.92M 2.93MB/s
0.0.tar.gz [ <=> ] 433.56M 2.95MB/s
0.0.tar.gz [ <=> ] 434.10M 3.00MB/s
0.0.tar.gz [ <=> ] 434.53M 2.93MB/s
0.0.tar.gz [ <=> ] 435.16M 2.94MB/s
0.0.tar.gz [ <=> ] 435.72M 2.95MB/s
0.0.tar.gz [ <=> ] 436.28M 2.91MB/s
0.0.tar.gz [ <=> ] 436.98M 2.91MB/s
0.0.tar.gz [ <=> ] 437.75M 2.91MB/s
0.0.tar.gz [ <=> ] 438.44M 2.96MB/s
0.0.tar.gz [ <=> ] 439.00M 3.00MB/s
0.0.tar.gz [ <=> ] 439.39M 2.93MB/s
0.0.tar.gz [ <=> ] 440.02M 2.94MB/s
0.0.tar.gz [<=> ] 440.64M 2.94MB/s
0.0.tar.gz [ <=> ] 441.22M 2.91MB/s
0.0.tar.gz [ <=> ] 441.89M 2.90MB/s
0.0.tar.gz [ <=> ] 442.61M 2.89MB/s
0.0.tar.gz [ <=> ] 443.41M 2.96MB/s
0.0.tar.gz [ <=> ] 443.97M 3.01MB/s
0.0.tar.gz [ <=> ] 444.38M 2.93MB/s
0.0.tar.gz [ <=> ] 445.00M 2.94MB/s
0.0.tar.gz [ <=> ] 445.61M 2.96MB/s
0.0.tar.gz [ <=> ] 446.19M 2.93MB/s
0.0.tar.gz [ <=> ] 446.83M 2.93MB/s
0.0.tar.gz [ <=> ] 447.48M 2.88MB/s
0.0.tar.gz [ <=> ] 448.25M 2.93MB/s
0.0.tar.gz [ <=> ] 448.88M 2.96MB/s
0.0.tar.gz [ <=> ] 449.34M 2.92MB/s
0.0.tar.gz [ <=> ] 449.97M 2.93MB/s
0.0.tar.gz [ <=> ] 450.59M 2.95MB/s
0.0.tar.gz [ <=>] 451.16M 2.94MB/s
0.0.tar.gz [ <=> ] 451.77M 2.92MB/s
0.0.tar.gz [ <=> ] 452.44M 2.90MB/s
0.0.tar.gz [ <=> ] 453.27M 2.93MB/s
0.0.tar.gz [ <=> ] 453.89M 2.97MB/s
0.0.tar.gz [ <=> ] 454.42M 2.93MB/s
0.0.tar.gz [ <=> ] 455.09M 2.94MB/s
0.0.tar.gz [ <=> ] 455.72M 2.95MB/s
0.0.tar.gz [ <=> ] 456.28M 2.93MB/s
0.0.tar.gz [ <=> ] 456.95M 2.94MB/s
0.0.tar.gz [ <=> ] 457.56M 2.90MB/s
0.0.tar.gz [ <=> ] 458.39M 2.95MB/s
0.0.tar.gz [ <=> ] 459.02M 3.03MB/s
0.0.tar.gz [ <=> ] 459.53M 2.93MB/s
0.0.tar.gz [ <=> ] 460.16M 2.95MB/s
0.0.tar.gz [ <=> ] 460.78M 2.95MB/s
0.0.tar.gz [ <=> ] 461.34M 2.92MB/s
0.0.tar.gz [<=> ] 461.97M 2.90MB/s
0.0.tar.gz [ <=> ] 462.62M 2.87MB/s
0.0.tar.gz [ <=> ] 463.45M 2.95MB/s
0.0.tar.gz [ <=> ] 464.08M 3.02MB/s
0.0.tar.gz [ <=> ] 464.59M 2.91MB/s
0.0.tar.gz [ <=> ] 465.23M 2.94MB/s
0.0.tar.gz [ <=> ] 465.84M 2.95MB/s
0.0.tar.gz [ <=> ] 466.41M 2.92MB/s
0.0.tar.gz [ <=> ] 467.03M 2.90MB/s
0.0.tar.gz [ <=> ] 467.72M 2.87MB/s
0.0.tar.gz [ <=> ] 468.55M 2.94MB/s
0.0.tar.gz [ <=> ] 469.17M 3.01MB/s
0.0.tar.gz [ <=> ] 469.70M 2.93MB/s
0.0.tar.gz [ <=> ] 470.31M 2.94MB/s
0.0.tar.gz [ <=> ] 470.94M 2.96MB/s
0.0.tar.gz [ <=> ] 471.52M 2.92MB/s
0.0.tar.gz [ <=> ] 472.16M 2.92MB/s
0.0.tar.gz [ <=>] 472.78M 2.88MB/s
0.0.tar.gz [ <=> ] 473.58M 2.96MB/s
0.0.tar.gz [ <=> ] 474.17M 3.03MB/s
0.0.tar.gz [ <=> ] 474.69M 2.99MB/s
0.0.tar.gz [ <=> ] 475.14M 2.93MB/s
0.0.tar.gz [ <=> ] 475.77M 2.96MB/s
0.0.tar.gz [ <=> ] 476.34M 2.94MB/s
0.0.tar.gz [ <=> ] 476.95M 2.95MB/s
0.0.tar.gz [ <=> ] 477.61M 2.87MB/s
0.0.tar.gz [ <=> ] 478.33M 2.90MB/s
0.0.tar.gz [ <=> ] 479.06M 2.96MB/s
0.0.tar.gz [ <=> ] 479.64M 3.01MB/s
0.0.tar.gz [ <=> ] 480.03M 2.94MB/s
0.0.tar.gz [ <=> ] 480.66M 2.95MB/s
0.0.tar.gz [ <=> ] 481.28M 2.96MB/s
0.0.tar.gz [ <=> ] 481.84M 2.93MB/s
0.0.tar.gz [ <=> ] 482.48M 2.93MB/s
0.0.tar.gz [<=> ] 483.16M 2.90MB/s
0.0.tar.gz [ <=> ] 483.92M 2.95MB/s
0.0.tar.gz [ <=> ] 484.55M 3.03MB/s
0.0.tar.gz [ <=> ] 484.95M 2.93MB/s
0.0.tar.gz [ <=> ] 485.58M 2.95MB/s
0.0.tar.gz [ <=> ] 486.20M 2.96MB/s
0.0.tar.gz [ <=> ] 486.77M 2.93MB/s
0.0.tar.gz [ <=> ] 487.38M 2.92MB/s
0.0.tar.gz [ <=> ] 488.03M 2.88MB/s
0.0.tar.gz [ <=> ] 488.80M 2.93MB/s
0.0.tar.gz [ <=> ] 489.48M 3.03MB/s
0.0.tar.gz [ <=> ] 490.00M 2.99MB/s
0.0.tar.gz [ <=> ] 490.45M 2.94MB/s
0.0.tar.gz [ <=> ] 491.08M 2.96MB/s
0.0.tar.gz [ <=> ] 491.64M 2.95MB/s
0.0.tar.gz [ <=> ] 492.25M 2.93MB/s
0.0.tar.gz [ <=> ] 492.89M 2.87MB/s
0.0.tar.gz [ <=>] 493.61M 2.90MB/s
0.0.tar.gz [ <=> ] 494.34M 2.95MB/s
0.0.tar.gz [ <=> ] 494.92M 3.00MB/s
0.0.tar.gz [ <=> ] 495.31M 2.92MB/s
0.0.tar.gz [ <=> ] 495.94M 2.94MB/s
0.0.tar.gz [ <=> ] 496.56M 2.95MB/s
0.0.tar.gz [ <=> ] 497.12M 2.93MB/s
0.0.tar.gz [ <=> ] 497.77M 2.93MB/s
0.0.tar.gz [ <=> ] 498.44M 2.89MB/s
0.0.tar.gz [ <=> ] 499.20M 2.96MB/s
0.0.tar.gz [ <=> ] 499.83M 3.00MB/s
0.0.tar.gz [ <=> ] 500.23M 2.93MB/s
0.0.tar.gz [ <=> ] 500.86M 2.95MB/s
0.0.tar.gz [ <=> ] 501.48M 2.95MB/s
0.0.tar.gz [ <=> ] 502.05M 2.94MB/s
0.0.tar.gz [ <=> ] 502.69M 2.92MB/s
0.0.tar.gz [ <=> ] 503.36M 2.89MB/s
0.0.tar.gz [<=> ] 504.19M 2.96MB/s
0.0.tar.gz [ <=> ] 504.80M 3.02MB/s
0.0.tar.gz [ <=> ] 505.27M 2.94MB/s
0.0.tar.gz [ <=> ] 505.89M 2.94MB/s
0.0.tar.gz [ <=> ] 506.52M 2.96MB/s
0.0.tar.gz [ <=> ] 507.08M 2.94MB/s
0.0.tar.gz [ <=> ] 507.68M 2.92MB/s
0.0.tar.gz [ <=> ] 508.31M 2.88MB/s
0.0.tar.gz [ <=> ] 509.09M 2.93MB/s
0.0.tar.gz [ <=> ] 509.77M 3.02MB/s
0.0.tar.gz [ <=> ] 510.28M 2.99MB/s
0.0.tar.gz [ <=> ] 510.73M 2.93MB/s
0.0.tar.gz [ <=> ] 511.36M 2.95MB/s
0.0.tar.gz [ <=> ] 511.94M 2.95MB/s
0.0.tar.gz [ <=> ] 512.48M 2.92MB/s
0.0.tar.gz [ <=> ] 513.19M 2.88MB/s
0.0.tar.gz [ <=> ] 513.87M 2.90MB/s
0.0.tar.gz [ <=>] 514.62M 2.96MB/s
0.0.tar.gz [ <=> ] 515.20M 3.00MB/s
0.0.tar.gz [ <=> ] 515.61M 2.94MB/s
0.0.tar.gz [ <=> ] 516.22M 2.94MB/s
0.0.tar.gz [ <=> ] 516.84M 2.95MB/s
0.0.tar.gz [ <=> ] 517.42M 2.93MB/s
0.0.tar.gz [ <=> ] 518.06M 2.93MB/s
0.0.tar.gz [ <=> ] 518.73M 2.90MB/s
0.0.tar.gz [ <=> ] 519.52M 2.97MB/s
0.0.tar.gz [ <=> ] 520.12M 3.03MB/s
0.0.tar.gz [ <=> ] 520.53M 2.92MB/s
0.0.tar.gz [ <=> ] 521.16M 2.95MB/s
0.0.tar.gz [ <=> ] 521.78M 2.96MB/s
0.0.tar.gz [ <=> ] 522.34M 2.95MB/s
0.0.tar.gz [ <=> ] 522.91M 2.90MB/s
0.0.tar.gz [ <=> ] 523.64M 2.89MB/s
0.0.tar.gz [ <=> ] 524.36M 2.91MB/s
0.0.tar.gz [<=> ] 525.02M 3.01MB/s
0.0.tar.gz [ <=> ] 525.53M 2.98MB/s
0.0.tar.gz [ <=> ] 525.98M 2.92MB/s
0.0.tar.gz [ <=> ] 526.61M 2.93MB/s
0.0.tar.gz [ <=> ] 527.17M 2.93MB/s
0.0.tar.gz [ <=> ] 527.69M 2.89MB/s
0.0.tar.gz [ <=> ] 528.36M 2.90MB/s
0.0.tar.gz [ <=> ] 529.08M 2.87MB/s
0.0.tar.gz [ <=> ] 529.80M 2.92MB/s
0.0.tar.gz [ <=> ] 530.41M 2.97MB/s
0.0.tar.gz [ <=> ] 530.75M 2.87MB/s
0.0.tar.gz [ <=> ] 531.38M 2.89MB/s
0.0.tar.gz [ <=> ] 532.00M 2.91MB/s
0.0.tar.gz [ <=> ] 532.56M 2.87MB/s
0.0.tar.gz [ <=> ] 533.17M 2.84MB/s
0.0.tar.gz [ <=> ] 533.88M 2.85MB/s
0.0.tar.gz [ <=> ] 534.59M 2.88MB/s
0.0.tar.gz [ <=>] 535.27M 2.97MB/s
0.0.tar.gz [ <=> ] 535.72M 2.87MB/s
0.0.tar.gz [ <=> ] 536.34M 2.88MB/s
0.0.tar.gz [ <=> ] 536.97M 2.90MB/s
0.0.tar.gz [ <=> ] 537.53M 2.89MB/s
0.0.tar.gz [ <=> ] 538.09M 2.83MB/s
0.0.tar.gz [ <=> ] 538.80M 2.84MB/s
0.0.tar.gz [ <=> ] 539.45M 2.85MB/s
0.0.tar.gz [ <=> ] 540.17M 2.90MB/s
0.0.tar.gz [ <=> ] 540.69M 2.94MB/s
0.0.tar.gz [ <=> ] 541.14M 2.88MB/s
0.0.tar.gz [ <=> ] 541.77M 2.90MB/s
0.0.tar.gz [ <=> ] 542.34M 2.92MB/s
0.0.tar.gz [ <=> ] 542.91M 2.87MB/s
0.0.tar.gz [ <=> ] 543.61M 2.88MB/s
0.0.tar.gz [ <=> ] 544.27M 2.88MB/s
0.0.tar.gz [ <=> ] 545.00M 2.91MB/s
0.0.tar.gz [<=> ] 545.61M 2.97MB/s
0.0.tar.gz [ <=> ] 546.02M 2.91MB/s
0.0.tar.gz [ <=> ] 546.64M 2.92MB/s
0.0.tar.gz [ <=> ] 547.25M 2.93MB/s
0.0.tar.gz [ <=> ] 547.83M 2.92MB/s
0.0.tar.gz [ <=> ] 548.42M 2.88MB/s
0.0.tar.gz [ <=> ] 549.14M 2.89MB/s
0.0.tar.gz [ <=> ] 549.81M 2.89MB/s
0.0.tar.gz [ <=> ] 550.47M 2.99MB/s
0.0.tar.gz [ <=> ] 550.94M 2.91MB/s
0.0.tar.gz [ <=> ] 551.61M 2.93MB/s
0.0.tar.gz [ <=> ] 552.19M 2.95MB/s
0.0.tar.gz [ <=> ] 552.75M 2.92MB/s
0.0.tar.gz [ <=> ] 553.33M 2.89MB/s
0.0.tar.gz [ <=> ] 554.02M 2.89MB/s
0.0.tar.gz [ <=> ] 554.70M 2.90MB/s
0.0.tar.gz [ <=> ] 555.41M 2.94MB/s
0.0.tar.gz [ <=>] 555.98M 2.92MB/s
0.0.tar.gz [ <=> ] 556.61M 2.93MB/s
0.0.tar.gz [ <=> ] 557.23M 2.94MB/s
0.0.tar.gz [ <=> ] 557.80M 2.94MB/s
0.0.tar.gz [ <=> ] 558.36M 2.89MB/s
0.0.tar.gz [ <=> ] 559.09M 2.92MB/s
0.0.tar.gz [ <=> ] 559.77M 2.92MB/s
0.0.tar.gz [ <=> ] 560.48M 2.96MB/s
0.0.tar.gz [ <=> ] 561.06M 2.93MB/s
0.0.tar.gz [ <=> ] 561.71M 2.94MB/s
0.0.tar.gz [ <=> ] 562.31M 2.95MB/s
0.0.tar.gz [ <=> ] 562.88M 2.95MB/s
0.0.tar.gz [ <=> ] 563.44M 2.90MB/s
0.0.tar.gz [ <=> ] 564.16M 2.92MB/s
0.0.tar.gz [ <=> ] 564.84M 2.92MB/s
0.0.tar.gz [ <=> ] 565.56M 3.01MB/s
0.0.tar.gz [ <=> ] 566.08M 2.92MB/s
0.0.tar.gz [<=> ] 566.70M 2.93MB/s
0.0.tar.gz [ <=> ] 567.33M 2.95MB/s
0.0.tar.gz [ <=> ] 567.89M 2.94MB/s
0.0.tar.gz [ <=> ] 568.45M 2.90MB/s
0.0.tar.gz [ <=> ] 569.22M 2.91MB/s
0.0.tar.gz [ <=> ] 569.89M 2.91MB/s
0.0.tar.gz [ <=> ] 570.61M 2.94MB/s
0.0.tar.gz [ <=> ] 571.12M 2.92MB/s
0.0.tar.gz [ <=> ] 571.75M 2.92MB/s
0.0.tar.gz [ <=> ] 572.38M 2.95MB/s
0.0.tar.gz [ <=> ] 572.94M 2.93MB/s
0.0.tar.gz [ <=> ] 573.50M 2.89MB/s
0.0.tar.gz [ <=> ] 574.25M 2.90MB/s
0.0.tar.gz [ <=> ] 574.89M 2.89MB/s
0.0.tar.gz [ <=> ] 575.61M 2.94MB/s
0.0.tar.gz [ <=> ] 576.19M 2.91MB/s
0.0.tar.gz [ <=> ] 576.81M 2.93MB/s
0.0.tar.gz [ <=>] 577.41M 2.94MB/s
0.0.tar.gz [ <=> ] 577.95M 2.92MB/s
0.0.tar.gz [ <=> ] 578.56M 2.89MB/s
0.0.tar.gz [ <=> ] 579.28M 2.89MB/s
0.0.tar.gz [ <=> ] 579.94M 2.88MB/s
0.0.tar.gz [ <=> ] 580.66M 2.98MB/s
0.0.tar.gz [ <=> ] 581.19M 2.90MB/s
0.0.tar.gz [ <=> ] 581.81M 2.91MB/s
0.0.tar.gz [ <=> ] 582.42M 2.94MB/s
0.0.tar.gz [ <=> ] 582.95M 2.91MB/s
0.0.tar.gz [ <=> ] 583.56M 2.87MB/s
0.0.tar.gz [ <=> ] 584.27M 2.87MB/s
0.0.tar.gz [ <=> ] 584.95M 2.87MB/s
0.0.tar.gz [ <=> ] 585.67M 2.92MB/s
0.0.tar.gz [ <=> ] 586.19M 2.89MB/s
0.0.tar.gz [ <=> ] 586.81M 2.89MB/s
0.0.tar.gz [ <=> ] 587.45M 2.92MB/s
0.0.tar.gz [<=> ] 588.02M 2.89MB/s
0.0.tar.gz [ <=> ] 588.67M 2.88MB/s
0.0.tar.gz [ <=> ] 589.33M 2.87MB/s
0.0.tar.gz [ <=> ] 589.98M 2.87MB/s
0.0.tar.gz [ <=> ] 590.67M 2.90MB/s
0.0.tar.gz [ <=> ] 591.19M 2.94MB/s
0.0.tar.gz [ <=> ] 591.53M 2.86MB/s
0.0.tar.gz [ <=> ] 592.16M 2.88MB/s
0.0.tar.gz [ <=> ] 592.73M 2.88MB/s
0.0.tar.gz [ <=> ] 593.30M 2.86MB/s
0.0.tar.gz [ <=> ] 594.02M 2.89MB/s
0.0.tar.gz [ <=> ] 594.69M 2.85MB/s
0.0.tar.gz [ <=> ] 595.39M 2.86MB/s
0.0.tar.gz [ <=> ] 596.02M 2.93MB/s
0.0.tar.gz [ <=> ] 596.42M 2.87MB/s
0.0.tar.gz [ <=> ] 597.05M 2.88MB/s
0.0.tar.gz [ <=> ] 597.62M 2.89MB/s
0.0.tar.gz [ <=>] 598.20M 2.86MB/s
0.0.tar.gz [ <=> ] 598.91M 2.88MB/s
0.0.tar.gz [ <=> ] 599.58M 2.88MB/s
0.0.tar.gz [ <=> ] 600.23M 2.88MB/s
0.0.tar.gz [ <=> ] 600.91M 2.98MB/s
0.0.tar.gz [ <=> ] 601.27M 2.91MB/s
0.0.tar.gz [ <=> ] 601.89M 2.92MB/s
0.0.tar.gz [ <=> ] 602.53M 2.93MB/s
0.0.tar.gz [ <=> ] 603.09M 2.91MB/s
0.0.tar.gz [ <=> ] 603.81M 2.90MB/s
0.0.tar.gz [ <=> ] 604.47M 2.90MB/s
0.0.tar.gz [ <=> ] 605.19M 2.91MB/s
0.0.tar.gz [ <=> ] 605.86M 3.00MB/s
0.0.tar.gz [ <=> ] 606.28M 2.92MB/s
0.0.tar.gz [ <=> ] 606.91M 2.92MB/s
0.0.tar.gz [ <=> ] 607.53M 2.92MB/s
0.0.tar.gz [ <=> ] 608.11M 2.92MB/s
0.0.tar.gz [<=> ] 608.83M 2.92MB/s
0.0.tar.gz [ <=> ] 609.48M 2.93MB/s
0.0.tar.gz [ <=> ] 610.17M 2.91MB/s
0.0.tar.gz [ <=> ] 610.86M 2.95MB/s
0.0.tar.gz [ <=> ] 611.33M 2.93MB/s
0.0.tar.gz [ <=> ] 611.95M 2.93MB/s
0.0.tar.gz [ <=> ] 612.53M 2.93MB/s
0.0.tar.gz [ <=> ] 613.11M 2.93MB/s
0.0.tar.gz [ <=> ] 613.83M 2.91MB/s
0.0.tar.gz [ <=> ] 614.50M 2.92MB/s
0.0.tar.gz [ <=> ] 615.19M 2.92MB/s
0.0.tar.gz [ <=> ] 615.83M 3.00MB/s
0.0.tar.gz [ <=> ] 616.36M 2.91MB/s
0.0.tar.gz [ <=> ] 616.98M 2.92MB/s
0.0.tar.gz [ <=> ] 617.61M 2.92MB/s
0.0.tar.gz [ <=> ] 618.19M 2.91MB/s
0.0.tar.gz [ <=> ] 618.89M 2.90MB/s
0.0.tar.gz [ <=>] 619.59M 2.90MB/s
0.0.tar.gz [ <=> ] 620.31M 2.92MB/s
0.0.tar.gz [ <=> ] 620.95M 2.99MB/s
0.0.tar.gz [ <=> ] 621.36M 2.90MB/s
0.0.tar.gz [ <=> ] 621.98M 2.92MB/s
0.0.tar.gz [ <=> ] 622.61M 2.92MB/s
0.0.tar.gz [ <=> ] 623.19M 2.89MB/s
0.0.tar.gz [ <=> ] 623.91M 2.88MB/s
0.0.tar.gz [ <=> ] 624.61M 2.90MB/s
0.0.tar.gz [ <=> ] 625.27M 2.91MB/s
0.0.tar.gz [ <=> ] 625.86M 2.99MB/s
0.0.tar.gz [ <=> ] 626.38M 2.90MB/s
0.0.tar.gz [ <=> ] 627.00M 2.91MB/s
0.0.tar.gz [ <=> ] 627.62M 2.91MB/s
0.0.tar.gz [ <=> ] 628.20M 2.87MB/s
0.0.tar.gz [ <=> ] 628.92M 2.86MB/s
0.0.tar.gz [ <=> ] 629.61M 2.87MB/s
0.0.tar.gz [<=> ] 630.30M 2.89MB/s
0.0.tar.gz [ <=> ] 630.88M 2.90MB/s
0.0.tar.gz [ <=> ] 631.34M 2.89MB/s
0.0.tar.gz [ <=> ] 631.97M 2.89MB/s
0.0.tar.gz [ <=> ] 632.59M 2.89MB/s
0.0.tar.gz [ <=> ] 633.16M 2.86MB/s
0.0.tar.gz [ <=> ] 633.88M 2.87MB/s
0.0.tar.gz [ <=> ] 634.58M 2.88MB/s
0.0.tar.gz [ <=> ] 635.25M 2.88MB/s
0.0.tar.gz [ <=> ] 635.84M 2.90MB/s
0.0.tar.gz [ <=> ] 636.25M 2.87MB/s
0.0.tar.gz [ <=> ] 636.88M 2.88MB/s
0.0.tar.gz [ <=> ] 637.50M 2.89MB/s
0.0.tar.gz [ <=> ] 638.06M 2.88MB/s
0.0.tar.gz [ <=> ] 638.75M 2.88MB/s
0.0.tar.gz [ <=> ] 639.47M 2.86MB/s
0.0.tar.gz [ <=> ] 640.14M 2.87MB/s
0.0.tar.gz [ <=>] 640.73M 2.87MB/s
0.0.tar.gz [ <=> ] 641.19M 2.85MB/s
0.0.tar.gz [ <=> ] 641.81M 2.87MB/s
0.0.tar.gz [ <=> ] 642.44M 2.88MB/s
0.0.tar.gz [ <=> ] 643.02M 2.84MB/s
0.0.tar.gz [ <=> ] 643.75M 2.86MB/s
0.0.tar.gz [ <=> ] 644.45M 2.86MB/s
0.0.tar.gz [ <=> ] 645.14M 2.88MB/s
0.0.tar.gz [ <=> ] 645.72M 2.89MB/s
0.0.tar.gz [ <=> ] 646.19M 2.86MB/s
0.0.tar.gz [ <=> ] 646.81M 2.86MB/s
0.0.tar.gz [ <=> ] 647.42M 2.87MB/s
0.0.tar.gz [ <=> ] 648.00M 2.83MB/s
0.0.tar.gz [ <=> ] 648.67M 2.83MB/s
0.0.tar.gz [ <=> ] 649.38M 2.84MB/s
0.0.tar.gz [ <=> ] 650.05M 2.88MB/s
0.0.tar.gz [ <=> ] 650.62M 2.89MB/s
0.0.tar.gz [<=> ] 651.14M 2.92MB/s
0.0.tar.gz [ <=> ] 651.59M 2.87MB/s
0.0.tar.gz [ <=> ] 652.22M 2.87MB/s
0.0.tar.gz [ <=> ] 652.78M 2.86MB/s
0.0.tar.gz [ <=> ] 653.39M 2.84MB/s
0.0.tar.gz [ <=> ] 654.14M 2.83MB/s
0.0.tar.gz [ <=> ] 654.89M 2.90MB/s
0.0.tar.gz [ <=> ] 655.42M 2.88MB/s
0.0.tar.gz [ <=> ] 656.00M 2.93MB/s
0.0.tar.gz [ <=> ] 656.41M 2.87MB/s
0.0.tar.gz [ <=> ] 657.03M 2.88MB/s
0.0.tar.gz [ <=> ] 657.66M 2.89MB/s
0.0.tar.gz [ <=> ] 658.22M 2.84MB/s
0.0.tar.gz [ <=> ] 658.91M 2.85MB/s
0.0.tar.gz [ <=> ] 659.66M 2.88MB/s
0.0.tar.gz [ <=> ] 660.30M 2.90MB/s
0.0.tar.gz [ <=> ] 660.86M 2.95MB/s
0.0.tar.gz [ <=>] 661.22M 2.86MB/s
0.0.tar.gz [ <=> ] 661.83M 2.86MB/s
0.0.tar.gz [ <=> ] 662.45M 2.88MB/s
0.0.tar.gz [ <=> ] 663.03M 2.83MB/s
0.0.tar.gz [ <=> ] 663.69M 2.82MB/s
0.0.tar.gz [ <=> ] 664.42M 2.85MB/s
0.0.tar.gz [ <=> ] 665.12M 2.90MB/s
0.0.tar.gz [ <=> ] 665.67M 2.95MB/s
0.0.tar.gz [ <=> ] 666.19M 2.92MB/s
0.0.tar.gz [ <=> ] 666.29M 2.92MB/s in 3m 42s
2022-02-18 13:18:12 (3.00 MB/s) - ‘0.0.tar.gz’ saved [698653789]
Image importation done !
1.2.2.3. Setting up dataset¶
# SETUP
image_directory = "./_dataset/"
metadata = json.load(open(image_directory + "metadata.json"))
camera_matrix = np.array(metadata["camera_matrix"])
distortion_coefficients = np.array(metadata["distortion_coefficients"])
md = float(metadata["aruco_marker_size"].split()[0])
marker_dimension = {i: md for i in range(1, 250)}
marker_size = 12.4079e-3
marker_dimension = {i: marker_size for i in range(1, 250)}
# Aruco settings
parameters = aruco.DetectorParameters_create()
parameters.cornerRefinementMethod = 3
parameters.cornerRefinementWinSize = 5
parameters.cornerRefinementMaxIterations = 100
1.2.2.3.1. Individual marker pose estimation¶
# STEP 1: PREPROCESSING
print("# BATCH INTITIALIZATION")
batch = gbu.calibration.ImageBatchCalibration(
aruco_dict=aruco.DICT_6X6_250,
parameters=parameters,
marker_dimension=marker_dimension,
output_directory="./_outputs_calibration/",
camera_matrix=camera_matrix,
distortion_coefficients=distortion_coefficients,
)
batch.load_image_batch(directory=image_directory)
batch.detect_markers(
plot_markers=False, enforce=False, meta_filename="metadata.p", protocol=4
)
_ = batch.estimate_pose()
# BATCH INTITIALIZATION
Dataframe export in Pickle
1.2.2.3.2. Graph theory & pre-optmization educated guess¶
data, graph, central_mk, cycles = batch.get_graph_data(
atomic_cycle=False, enabled_central_mk=True
)
gbu.utils.plot_graph(graph, title="Initial graph")
batch.get_good_class(
criterion=0.1,
alpha_criterion=1.5,
)
batch.graph_calibration()
full data = 1522 poses
no valid pose = 4 poses
out of cycle = 0 poses
good data = 461 poses
bad data = 1013 poses
ambigus data = 44 poses
full data = 505 poses
no valid pose = 0 poses
out of cycle = 0 poses
good data = 463 poses
bad data = 18 poses
ambigus data = 8 poses
full data = 471 poses
no valid pose = 0 poses
out of cycle = 0 poses
good data = 462 poses
bad data = 4 poses
ambigus data = 0 poses
(<Gbu Composite Marker w. 15 markers>, <Gbu Pose batch w. 110 entries>)
batch.plot_graph(title="Graph after cycle analysis")
1.2.2.3.3. Least-square optimization¶
t0 = time.time()
compo, poseBatch, sol = batch.optimize_calibration()
t1 = time.time()
print(
"=> Ran optimization in {0}s for {1} poses".format(
(t1 - t0), len(batch.data_good_core)
)
)
=> Ran optimization in 37.31216382980347s for 462 poses
1.2.2.3.4. Reprojections error¶
batch.plot_reprojection_errors(
global_plot=True, individual_plots=False, plot_type="interactive"
)
import plotly.express as px
import plotly.graph_objects as go
data_projected_points = batch.projected_points()